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// Research Programme

ANVAY

VYUHA-LATTICE. A sovereign data-ontology engine built on a GraphRAG architecture, designed to maintain dynamic knowledge graphs across strategic domains for Indian institutions. Built for the long arc, not the demo loop.

GraphRAG

Retrieval over typed knowledge graphs, not flat embeddings.

Sovereign

Indian institutions, Indian infrastructure, Indian control surface.

Dynamic

Ontologies that evolve as the underlying domain knowledge does.

Full programme brief available under NDA. Reach out via the contact form on the home page.